from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCamelCase__  =					logging.get_logger(__name__)

lowerCamelCase__  =					{'''ctrl''': '''https://huggingface.co/ctrl/resolve/main/config.json'''}




class 					_UpperCAmelCase			(     lowerCAmelCase  ):



 '''simple docstring'''




 __A			       =					'''ctrl'''
 __A			       =					['''past_key_values''']
 __A			       =					{
     '''max_position_embeddings''': '''n_positions''',
     '''hidden_size''': '''n_embd''',
     '''num_attention_heads''': '''n_head''',
     '''num_hidden_layers''': '''n_layer''',
 }







 def __init__(		self				:   Union[str, Any]							, lowercase_				:   Optional[int]=246534							, lowercase_				:   int=256							, lowercase_				:   Dict=1280							, lowercase_				:   Dict=8192							, lowercase_				:   str=48							, lowercase_				:   int=16							, lowercase_				:   List[str]=0.1							, lowercase_				:   Optional[Any]=0.1							, lowercase_				:   str=1e-6							, lowercase_				:   Dict=0.02							, lowercase_				:   Union[str, Any]=True							, **lowercase_				:   Union[str, Any]							, )						->	int:


   """simple docstring"""







   _UpperCamelCase           =    vocab_size
   _UpperCamelCase           =    n_positions
   _UpperCamelCase           =    n_embd
   _UpperCamelCase           =    n_layer
   _UpperCamelCase           =    n_head
   _UpperCamelCase           =    dff
   _UpperCamelCase           =    resid_pdrop
   _UpperCamelCase           =    embd_pdrop
   _UpperCamelCase           =    layer_norm_epsilon
   _UpperCamelCase           =    initializer_range

   _UpperCamelCase           =    use_cache

   super().__init__(**lowercase_)





from __future__ import annotations

from collections import Counter
from random import random




class 					_UpperCAmelCase			:



 '''simple docstring'''




 def __init__(		self				:   List[str])						->	Any:


   """simple docstring"""







   _UpperCamelCase           =    {}







 def 		__UpperCAmelCase				(		self				:   Optional[Any]							, lowercase_				:   str)						->	None:


   """simple docstring"""







   _UpperCamelCase           =    {}







 def 		__UpperCAmelCase				(		self				:   List[str]							, lowercase_				:   str							, lowercase_				:   str							, lowercase_				:   float)						->	None:


   """simple docstring"""







   if nodea not in self.connections:
     self.add_node(lowercase_)
   if nodea not in self.connections:
     self.add_node(lowercase_)
   _UpperCamelCase           =    probability







 def 		__UpperCAmelCase				(		self				:   Any)						->	list[str]:


   """simple docstring"""







   return list(self.connections)







 def 		__UpperCAmelCase				(		self				:   Tuple							, lowercase_				:   str)						->	str:


   """simple docstring"""







   _UpperCamelCase           =    0
   _UpperCamelCase           =    random()

   for dest in self.connections[node]:
     current_probability += self.connections[node][dest]
     if current_probability > random_value:
       return dest
   return ""


def 				lowerCAmelCase__       (			a__    ,     a__    ,     a__ )      ->dict[str, int]:




  '''simple docstring'''

  _UpperCamelCase           =    MarkovChainGraphUndirectedUnweighted()

  for nodea, nodea, probability in transitions:
    graph.add_transition_probability(a__    ,     a__    ,     a__ )

  _UpperCamelCase           =    Counter(graph.get_nodes() )
  _UpperCamelCase           =    start

  for _ in range(a__ ):
    _UpperCamelCase           =    graph.transition(a__ )
    visited[node] += 1

  return visited


if __name__ == "__main__":
   import doctest

   doctest.testmod()




